{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "<p align=\"center\">\n",
    "    <img src=\"https://github.com/GeostatsGuy/GeostatsPy/blob/master/TCG_color_logo.png?raw=true\" width=\"220\" height=\"240\" />\n",
    "\n",
    "</p>\n",
    "\n",
    "### Kriging for Estimation Maps\n",
    "\n",
    "#### Michael Pyrcz, Associate Professor, University of Texas at Austin \n",
    "\n",
    "##### [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n",
    "\n",
    "Here's a simple workflow for spatial estimation with kriging. This step is ciritical for:\n",
    "\n",
    "1. Prediction away from wells, e.g. pre-drill assessments.\n",
    "2. Spatial cross validation.\n",
    "3. Spatial uncertainty modeling.\n",
    "\n",
    "First let's explain the concept of spatial estimation.\n",
    "\n",
    "#### Spatial Estimation\n",
    "\n",
    "Consider the case of making an estimate at some unsampled location, $𝑧(\\bf{u}_0)$, where $z$ is the property of interest (e.g. porosity etc.) and $𝐮_0$ is a location vector describing the unsampled location.\n",
    "\n",
    "How would you do this given data, $𝑧(\\bf{𝐮}_1)$, $𝑧(\\bf{𝐮}_2)$, and $𝑧(\\bf{𝐮}_3)$?\n",
    "\n",
    "It would be natural to use a set of linear weights to formulate the estimator given the available data.\n",
    "\n",
    "\\begin{equation}\n",
    "z^{*}(\\bf{u}) = \\sum^{n}_{\\alpha = 1} \\lambda_{\\alpha} z(\\bf{u}_{\\alpha})\n",
    "\\end{equation}\n",
    "\n",
    "We could add an unbiasedness constraint to impose the sum of the weights equal to one.  What we will do is assign the remainder of the weight (one minus the sum of weights) to the global average; therefore, if we have no informative data we will estimate with the global average of the property of interest.\n",
    "\n",
    "\\begin{equation}\n",
    "z^{*}(\\bf{u}) = \\sum^{n}_{\\alpha = 1} \\lambda_{\\alpha} z(\\bf{u}_{\\alpha}) + \\left(1-\\sum^{n}_{\\alpha = 1} \\lambda_{\\alpha} \\right) \\overline{z}\n",
    "\\end{equation}\n",
    "\n",
    "We will make a stationarity assumption, so let's assume that we are working with residuals, $y$. \n",
    "\n",
    "\\begin{equation}\n",
    "y^{*}(\\bf{u}) = z^{*}(\\bf{u}) - \\overline{z}(\\bf{u})\n",
    "\\end{equation}\n",
    "\n",
    "If we substitute this form into our estimator the estimator simplifies, since the mean of the residual is zero.\n",
    "\n",
    "\\begin{equation}\n",
    "y^{*}(\\bf{u}) = \\sum^{n}_{\\alpha = 1} \\lambda_{\\alpha} y(\\bf{u}_{\\alpha})\n",
    "\\end{equation}\n",
    "\n",
    "while satisfying the unbaisedness constraint.  \n",
    "\n",
    "#### Kriging\n",
    "\n",
    "Now the next question is what weights should we use?  \n",
    "\n",
    "We could use equal weighting, $\\lambda = \\frac{1}{n}$, and the estimator would be the average of the local data applied for the spatial estimate. This would not be very informative.\n",
    "\n",
    "We could assign weights considering the spatial context of the data and the estimate:\n",
    "\n",
    "* **spatial continuity** as quantified by the variogram (and covariance function)\n",
    "* **redundancy** the degree of spatial continuity between all of the available data with themselves \n",
    "* **closeness** the degree of spatial continuity between the avaiable data and the estimation location\n",
    "\n",
    "The kriging approach accomplishes this, calculating the best linear unbiased weights for the local data to estimate at the unknown location.  The derivation of the kriging system and the resulting linear set of equations is available in the lecture notes.  Furthermore kriging provides a measure of the accuracy of the estimate!  This is the kriging estimation variance (sometimes just called the kriging variance).\n",
    "\n",
    "\\begin{equation}\n",
    "\\sigma^{2}_{E}(\\bf{u}) = C(0) - \\sum^{n}_{\\alpha = 1} \\lambda_{\\alpha} C(\\bf{u}_0 - \\bf{u}_{\\alpha})\n",
    "\\end{equation}\n",
    "\n",
    "What is 'best' about this estimate? Kriging estimates are best in that they minimize the above estimation variance. \n",
    "\n",
    "#### Properties of Kriging\n",
    "\n",
    "Here are some important properties of kriging:\n",
    "\n",
    "* **Exact interpolator** - kriging estimates with the data values at the data locations\n",
    "* **Kriging variance** can be calculated before getting the sample information, as the kriging estimation variance is not dependent on the values of the data nor the kriging estimate, i.e. the kriging estimator is homoscedastic. \n",
    "* **Spatial context** - kriging takes into account, furthermore to the statements on spatial continuity, closeness and redundancy we can state that kriging accounts for the configuration of the data and structural continuity of the variable being estimated.\n",
    "* **Scale** - kriging may be generalized to account for the support volume of the data and estimate. We will cover this later.\n",
    "* **Multivariate** - kriging may be generalized to account for multiple secondary data in the spatial estimate with the cokriging system. We will cover this later.\n",
    "* **Smoothing effect** of kriging can be forecast. We will use this to build stochastic simulations later.\n",
    "\n",
    "#### Objective \n",
    "\n",
    "In the PGE 383: Stochastic Subsurface Modeling class I want to provide hands-on experience with building subsurface modeling workflows. Python provides an excellent vehicle to accomplish this. I have coded a package called GeostatsPy with GSLIB: Geostatistical Library (Deutsch and Journel, 1998) functionality that provides basic building blocks for building subsurface modeling workflows. \n",
    "\n",
    "The objective is to remove the hurdles of subsurface modeling workflow construction by providing building blocks and sufficient examples. This is not a coding class per se, but we need the ability to 'script' workflows working with numerical methods.    \n",
    "\n",
    "#### Getting Started\n",
    "\n",
    "Here's the steps to get setup in Python with the GeostatsPy package:\n",
    "\n",
    "1. Install Anaconda 3 on your machine (https://www.anaconda.com/download/). \n",
    "2. From Anaconda Navigator (within Anaconda3 group), go to the environment tab, click on base (root) green arrow and open a terminal. \n",
    "3. In the terminal type: pip install geostatspy. \n",
    "4. Open Jupyter and in the top block get started by copy and pasting the code block below from this Jupyter Notebook to start using the geostatspy functionality. \n",
    "\n",
    "You will need to copy the data file to your working directory.  They are available here:\n",
    "\n",
    "* Tabular data - sample_data_MV_biased.csv available at https://git.io/fhgu0.\n",
    "\n",
    "There are exampled below with these functions. You can go here to see a list of the available functions, https://git.io/fh4eX, other example workflows and source code. \n",
    "\n",
    "#### Load the required libraries\n",
    "\n",
    "The following code loads the required libraries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import geostatspy.GSLIB as GSLIB                       # GSLIB utilies, visualization and wrapper\n",
    "import geostatspy.geostats as geostats                 # GSLIB methods convert to Python    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will also need some standard packages. These should have been installed with Anaconda 3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os                                               # to set current working directory \n",
    "import numpy as np                                      # arrays and matrix math\n",
    "import pandas as pd                                     # DataFrames\n",
    "import matplotlib.pyplot as plt                         # plotting"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you get a package import error, you may have to first install some of these packages. This can usually be accomplished by opening up a command window on Windows and then typing 'python -m pip install [package-name]'. More assistance is available with the respective package docs.  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "#### Set the working directory\n",
    "\n",
    "I always like to do this so I don't lose files and to simplify subsequent read and writes (avoid including the full address each time).  Also, in this case make sure to place the required (see above) GSLIB executables in this directory or a location identified in the environmental variable *Path*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#os.chdir(\"d:/PGE383\")                                   # set the working directory"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Loading Tabular Data\n",
    "\n",
    "Here's the command to load our comma delimited data file in to a Pandas' DataFrame object. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Facies</th>\n",
       "      <th>Porosity</th>\n",
       "      <th>Perm</th>\n",
       "      <th>AI</th>\n",
       "      <th>LogPerm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>280.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.136716</td>\n",
       "      <td>17.126888</td>\n",
       "      <td>4728.067903</td>\n",
       "      <td>2.840650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>230.0</td>\n",
       "      <td>749.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.204587</td>\n",
       "      <td>1665.384124</td>\n",
       "      <td>3994.709069</td>\n",
       "      <td>7.417811</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>300.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.159891</td>\n",
       "      <td>105.797436</td>\n",
       "      <td>3658.811458</td>\n",
       "      <td>4.661526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>620.0</td>\n",
       "      <td>389.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.100296</td>\n",
       "      <td>7.578784</td>\n",
       "      <td>6397.384419</td>\n",
       "      <td>2.025353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>370.0</td>\n",
       "      <td>689.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.142434</td>\n",
       "      <td>218.419949</td>\n",
       "      <td>5072.154879</td>\n",
       "      <td>5.386420</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       X      Y  Facies  Porosity         Perm           AI   LogPerm\n",
       "0  280.0  409.0     1.0  0.136716    17.126888  4728.067903  2.840650\n",
       "1  230.0  749.0     1.0  0.204587  1665.384124  3994.709069  7.417811\n",
       "2  300.0  500.0     1.0  0.159891   105.797436  3658.811458  4.661526\n",
       "3  620.0  389.0     0.0  0.100296     7.578784  6397.384419  2.025353\n",
       "4  370.0  689.0     1.0  0.142434   218.419949  5072.154879  5.386420"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fraction_data = 0.2                                     # extract a fraction of data for demonstration / faster runs, set to 1.0 for homework\n",
    "\n",
    "#df = pd.read_csv(\"sample_data_MV_biased.csv\")                     # read a .csv file in as a DataFrame\n",
    "df = pd.read_csv(\"https://raw.githubusercontent.com/GeostatsGuy/GeoDataSets/master/sample_data_MV_biased.csv\") # load the data from Dr. Pyrcz's GitHub repository\n",
    "\n",
    "if fraction_data < 1.0:\n",
    "    df = df.sample(frac = fraction_data,replace = False,random_state = 73073)\n",
    "df = df.reset_index()\n",
    "df = df.iloc[:,2:]\n",
    "\n",
    "df['LogPerm'] = np.log(df['Perm'].values)\n",
    "\n",
    "df.head()                                               # we could also use this command for a table preview "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Summary Statistics\n",
    "\n",
    "Let's look at summary statistics for all facies combined:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>25%</th>\n",
       "      <th>50%</th>\n",
       "      <th>75%</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>X</th>\n",
       "      <td>74.0</td>\n",
       "      <td>471.891892</td>\n",
       "      <td>282.603724</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>232.500000</td>\n",
       "      <td>405.000000</td>\n",
       "      <td>765.000000</td>\n",
       "      <td>990.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Y</th>\n",
       "      <td>74.0</td>\n",
       "      <td>489.932432</td>\n",
       "      <td>291.512933</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>224.000000</td>\n",
       "      <td>484.500000</td>\n",
       "      <td>729.000000</td>\n",
       "      <td>999.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Facies</th>\n",
       "      <td>74.0</td>\n",
       "      <td>0.594595</td>\n",
       "      <td>0.494322</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Porosity</th>\n",
       "      <td>74.0</td>\n",
       "      <td>0.125834</td>\n",
       "      <td>0.031093</td>\n",
       "      <td>0.062169</td>\n",
       "      <td>0.102895</td>\n",
       "      <td>0.126264</td>\n",
       "      <td>0.148840</td>\n",
       "      <td>0.204587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Perm</th>\n",
       "      <td>74.0</td>\n",
       "      <td>73.040451</td>\n",
       "      <td>214.164084</td>\n",
       "      <td>0.300430</td>\n",
       "      <td>2.081215</td>\n",
       "      <td>10.385010</td>\n",
       "      <td>50.841029</td>\n",
       "      <td>1665.384124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AI</th>\n",
       "      <td>74.0</td>\n",
       "      <td>4853.532434</td>\n",
       "      <td>1100.612966</td>\n",
       "      <td>1981.177309</td>\n",
       "      <td>4074.882537</td>\n",
       "      <td>4722.574276</td>\n",
       "      <td>5542.402947</td>\n",
       "      <td>7561.250336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LogPerm</th>\n",
       "      <td>74.0</td>\n",
       "      <td>2.358329</td>\n",
       "      <td>2.086617</td>\n",
       "      <td>-1.202542</td>\n",
       "      <td>0.731083</td>\n",
       "      <td>2.339396</td>\n",
       "      <td>3.928694</td>\n",
       "      <td>7.417811</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          count         mean          std          min          25%  \\\n",
       "X          74.0   471.891892   282.603724     0.000000   232.500000   \n",
       "Y          74.0   489.932432   291.512933     9.000000   224.000000   \n",
       "Facies     74.0     0.594595     0.494322     0.000000     0.000000   \n",
       "Porosity   74.0     0.125834     0.031093     0.062169     0.102895   \n",
       "Perm       74.0    73.040451   214.164084     0.300430     2.081215   \n",
       "AI         74.0  4853.532434  1100.612966  1981.177309  4074.882537   \n",
       "LogPerm    74.0     2.358329     2.086617    -1.202542     0.731083   \n",
       "\n",
       "                  50%          75%          max  \n",
       "X          405.000000   765.000000   990.000000  \n",
       "Y          484.500000   729.000000   999.000000  \n",
       "Facies       1.000000     1.000000     1.000000  \n",
       "Porosity     0.126264     0.148840     0.204587  \n",
       "Perm        10.385010    50.841029  1665.384124  \n",
       "AI        4722.574276  5542.402947  7561.250336  \n",
       "LogPerm      2.339396     3.928694     7.417811  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe().transpose()                          # summary table of all facies combined DataFrame statistics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's also look at the distributions.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(121)                                        # plot original sand and shale porosity histograms\n",
    "plt.hist(df['Porosity'], facecolor='darkorange',bins=np.linspace(0.0,0.25,1000),histtype=\"stepfilled\",alpha=0.8,density=True,cumulative=True,edgecolor='black',label='Original')\n",
    "plt.xlim([0.05,0.25]); plt.ylim([0,1.0])\n",
    "plt.xlabel('Porosity (fraction)'); plt.ylabel('Frequency'); plt.title('Porosity')\n",
    "plt.legend(loc='upper left')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(122)                                        # plot nscore transformed sand and shale histograms\n",
    "plt.hist(df['Perm'], facecolor='darkorange',bins=np.linspace(0.0,1000.0,100000),histtype=\"stepfilled\",alpha=0.8,density=True,cumulative=True,edgecolor='black',label='Original')\n",
    "plt.xlim([0.0,1000.0]); plt.ylim([0,1.0])\n",
    "plt.xlabel('Permeability (mD)'); plt.ylabel('Frequency'); plt.title('Permeability')\n",
    "plt.legend(loc='upper left')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=1.2, wspace=0.2, hspace=0.3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can observe from the CDFs that the porosity distribution is 'Gaussian-like' in shape, while the permeability distribution is 'lognormal-like'.  They both look well behaved.\n",
    "\n",
    "#### Calculating the Representative Mean with Declustering\n",
    "\n",
    "For brevity we will omit data declustering from this workflow. We will assume declustered means for the porosity and permeability to apply with simple kriging.\n",
    "\n",
    "#### Location Maps\n",
    "\n",
    "Let's plot the location maps of porosity and permeability for all facies. We will also include a cross plot of permeability vs. porosity colored by facies to aid with comparison in spatial features between the porosity and permeability data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "xmin = 0.0; xmax = 1000.0               # range of x values\n",
    "ymin = 0.0; ymax = 1000.0               # range of y values\n",
    "\n",
    "xsiz = 10; ysiz = 10                    # cell size\n",
    "nx = 100; ny = 100                      # number of cells\n",
    "xmn = 5; ymn = 5                        # grid origin, location center of lower left cell\n",
    "\n",
    "cmap = plt.cm.plasma                    # color map\n",
    "\n",
    "plt.subplot(121)\n",
    "GSLIB.locmap_st(df,'X','Y','Porosity',0,1000,0,1000,0,0.25,'Porosity - All Facies','X (m)','Y (m)','Nscore Porosity',cmap)\n",
    "\n",
    "plt.subplot(122)\n",
    "GSLIB.locmap_st(df,'X','Y','Perm',0,1000,0,1000,0,1000,'Permeability - All Facies','X (m)','Y (m)','Nscore Permeability',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=1.0, wspace=0.3, hspace=0.3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Kriging for Porosity and Permeability Maps\n",
    "\n",
    "Now let's try some kriging with the continuous properties. For this workflow we will demonstrate a cookie-cutter approach.  The steps are:\n",
    "\n",
    "1. model the facies, sand and shale, probabilities with indicator kriging\n",
    "2. model the porosity for sand and shale separately and exhaustively, i.e. at all locations in the model\n",
    "3. model the permeability for sand and shale separately and exhaustively, i.e. at all locations in the model\n",
    "4. assign sand and shale locations based on the probabilities from step 1 \n",
    "5. combine the porosity and permeability from sand and shale regions together\n",
    "\n",
    "Limitations of this Workflow:\n",
    "\n",
    "* kriging is too smooth, the spatial continuity is too high\n",
    "* kriging does not reproduce the continuous property distributions\n",
    "* we are not accounting for the correlation between porosity and permeability \n",
    "\n",
    "We will correct these issues when we perform simulation later.\n",
    "\n",
    "We need to add a couple of parameters and assume a porosity variogram model.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "skmean_por = 0.10; skmean_perm = 65.0      # simple kriging mean (used if simple kriging is selected below)\n",
    "ktype = 0                                  # kriging type, 0 - simple, 1 - ordinary\n",
    "radius = 300                               # search radius for neighbouring data\n",
    "nxdis = 1; nydis = 1                       # number of grid discretizations for block kriging (not tested)\n",
    "ndmin = 0; ndmax = 40                      # minimum and maximum data for an estimate\n",
    "por_min = 0.0; por_max = 0.3               # minimum property value\n",
    "perm_min = 0.0; perm_max = 1000.0          # minimum property value"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Simple Kriging Estimation Map of Porosity\n",
    "\n",
    "Let's start with spatial estimates of porosity and permeability with all facies combined. We will also look at the kriging estimation variance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "por_vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=45,hmaj1=300,hmin1=300) # porosity variogram\n",
    "\n",
    "por_kmap, por_vmap = geostats.kb2d(df,'X','Y','Porosity',por_min,por_max,nx,xmn,xsiz,ny,ymn,ysiz,nxdis,nydis,\n",
    "         ndmin,ndmax,radius,ktype,skmean_por,por_vario)\n",
    "\n",
    "plt.subplot(121)\n",
    "GSLIB.locpix_st(por_kmap,xmin,xmax,ymin,ymax,xsiz,0.0,0.25,df,'X','Y','Porosity','Simple Kriging Estimates and Data','X(m)','Y(m)','Porosity (%)',cmap)\n",
    "\n",
    "plt.subplot(122)\n",
    "GSLIB.pixelplt_st(por_vmap,xmin,xmax,ymin,ymax,xsiz,0.0,1.0,'Kriging Variance','X(m)','Y(m)',r'Porosity ($\\%^2$)',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=1.0, wspace=0.3, hspace=0.3); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some observations:\n",
    "\n",
    "* see the smooth kriging estimates, and note the estimated values at distance greater than the variogram range from any data approach the global mean. \n",
    "\n",
    "* See the kriging variance map and observe the impact of variogram range and potential anisotropy.\n",
    "\n",
    "#### Simple Kriging Estimation Map of Permeability\n",
    "\n",
    "Now let's calculate the kriging estimation map for permeability\n",
    "\n",
    "* note, due to the strong positive skew of permeability and the kriging screening effect, permeability estimates may be very small or even negative. We truncate the map to clean this up\n",
    "\n",
    "* we will apply the log transformation to improve the visualization. We could also plot in log scale, but this is not very convenient with MatPlotLib. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  Estimated   10000 blocks \n",
      "      average   45.07512390055981  variance  6519.842725422614\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "perm_vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=45,hmaj1=300,hmin1=300) # permeability variogram\n",
    "\n",
    "perm_kmap, perm_vmap = geostats.kb2d(df,'X','Y','Perm',perm_min,perm_max,nx,xmn,xsiz,ny,ymn,ysiz,nxdis,nydis,\n",
    "          ndmin,ndmax,radius,ktype,skmean_perm,perm_vario)\n",
    "\n",
    "perm_kmap[perm_kmap < 0.0001] = 0.0001           # remove small and negative values due to strong positive skew and negative kriging weights\n",
    "\n",
    "plt.subplot(131)\n",
    "GSLIB.locpix_st(perm_kmap,xmin,xmax,ymin,ymax,xsiz,0.0,1000,df,'X','Y','Perm','Simple Kriging Estimates and Data','X(m)','Y(m)','Permeability (mD)',cmap)\n",
    "\n",
    "logperm_kmap = np.log(perm_kmap)\n",
    "\n",
    "plt.subplot(132)\n",
    "GSLIB.locpix_st(logperm_kmap,xmin,xmax,ymin,ymax,xsiz,0.0,10.0,df,'X','Y','LogPerm','Simple Kriging Log(Estimates and Data)','X(m)','Y(m)','Log Permeability (mD)',cmap)\n",
    "\n",
    "plt.subplot(133)\n",
    "GSLIB.pixelplt_st(perm_vmap,xmin,xmax,ymin,ymax,xsiz,0.0,1.0,'Kriging Variance','X(m)','Y(m)',r'Permeability ($mD^2$)',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=3.0, top=1.0, wspace=0.3, hspace=0.3); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Ordinary Kriging Estimation Map of Porosity\n",
    "\n",
    "Let's try ordinary kriging and compare the results to simple kriging.\n",
    "\n",
    "* we shorten the variogram model range to exagerate the difference between simple and ordinary kriging, i.e., with esitmates outside variogram range from any data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  Estimated   10000 blocks \n",
      "      average   0.10272427324802759  variance  7.812896993096563e-05\n",
      "  Estimated   10000 blocks \n",
      "      average   0.12363845954756011  variance  0.0004062655796474874\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "por_vario2 = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=45,hmaj1=50,hmin1=50) # porosity variogram\n",
    "\n",
    "por_SK_kmap, por_vmap = geostats.kb2d(df,'X','Y','Porosity',por_min,por_max,nx,xmn,xsiz,ny,ymn,ysiz,nxdis,nydis,\n",
    "         ndmin,ndmax,radius,0,skmean_por,por_vario2)\n",
    "\n",
    "por_OK_kmap, por_OK_vmap = geostats.kb2d(df,'X','Y','Porosity',por_min,por_max,nx,xmn,xsiz,ny,ymn,ysiz,nxdis,nydis,\n",
    "         ndmin,ndmax,radius,1,skmean_por,por_vario2)\n",
    "\n",
    "plt.subplot(121)\n",
    "GSLIB.locpix_st(por_SK_kmap,xmin,xmax,ymin,ymax,xsiz,0.0,0.25,df,'X','Y','Porosity','Simple Kriging Estimates and Data','X(m)','Y(m)','Porosity (%)',cmap)\n",
    "\n",
    "plt.subplot(122)\n",
    "GSLIB.locpix_st(por_OK_kmap,xmin,xmax,ymin,ymax,xsiz,0.0,0.25,df,'X','Y','Porosity','Ordinary Kriging Estimates and Data','X(m)','Y(m)','Porosity (%)',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=1.0, wspace=0.3, hspace=0.3); plt.show()"
   ]
  },
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    "#### Comments\n",
    "\n",
    "This was a basic demonstration of spatial estimation. Much more could be done, I have other demonstrations on the basics of working with DataFrames, ndarrays, univariate statistics, plotting data, declustering, data transformations and many other workflows available at https://github.com/GeostatsGuy/PythonNumericalDemos and https://github.com/GeostatsGuy/GeostatsPy. \n",
    "  \n",
    "I hope this was helpful,\n",
    "\n",
    "*Michael*\n",
    "\n",
    "#### The Author:\n",
    "\n",
    "### Michael Pyrcz, Associate Professor, University of Texas at Austin \n",
    "*Novel Data Analytics, Geostatistics and Machine Learning Subsurface Solutions*\n",
    "\n",
    "With over 17 years of experience in subsurface consulting, research and development, Michael has returned to academia driven by his passion for teaching and enthusiasm for enhancing engineers' and geoscientists' impact in subsurface resource development. \n",
    "\n",
    "For more about Michael check out these links:\n",
    "\n",
    "#### [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n",
    "\n",
    "#### Want to Work Together?\n",
    "\n",
    "I hope this content is helpful to those that want to learn more about subsurface modeling, data analytics and machine learning. Students and working professionals are welcome to participate.\n",
    "\n",
    "* Want to invite me to visit your company for training, mentoring, project review, workflow design and / or consulting? I'd be happy to drop by and work with you! \n",
    "\n",
    "* Interested in partnering, supporting my graduate student research or my Subsurface Data Analytics and Machine Learning consortium (co-PIs including Profs. Foster, Torres-Verdin and van Oort)? My research combines data analytics, stochastic modeling and machine learning theory with practice to develop novel methods and workflows to add value. We are solving challenging subsurface problems!\n",
    "\n",
    "* I can be reached at mpyrcz@austin.utexas.edu.\n",
    "\n",
    "I'm always happy to discuss,\n",
    "\n",
    "*Michael*\n",
    "\n",
    "Michael Pyrcz, Ph.D., P.Eng. Associate Professor The Hildebrand Department of Petroleum and Geosystems Engineering, Bureau of Economic Geology, The Jackson School of Geosciences, The University of Texas at Austin\n",
    "\n",
    "#### More Resources Available at: [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n"
   ]
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